VMD based trigonometric entropy measure: a simple and effective tool for dynamic degradation monitoring of rolling element bearing

Adaptive sensitive frequency band selection for VMD to identify defective components of an axial piston pump

(2021) Anil Kumar et al.   Chinese Journal of Aeronautics

An effective health indicator for Pelton wheel using Levy Flight mutated Genetic Algorithm

(2021) Govind Vashishtha et al.   MEASUREMENT SCIENCE and TECHNOLOGY

Bearing performance degradation assessment based on information-theoretic metric learning and fuzzy C-means clustering

(2020) Tong Qing Jun et al.   MEASUREMENT SCIENCE and TECHNOLOGY

Bearings fault detection using wavelet transform and generalized Gaussian density modeling

(2020) Xinmin Tao et al.   MEASUREMENT

A scale independent flexible bearing health monitoring index based on time frequency manifold energy & entropy

(2020) Khandaker Noman et al.   MEASUREMENT SCIENCE and TECHNOLOGY

Mean-optimized mode decomposition: An improved EMD approach for non-stationary signal processing

(2020) Jinde Zheng et al.   ISA TRANSACTIONS

Vibration response and fault characteristics analysis of gear based on time-varying mesh stiffness

(2020) Zong Meng et al.   MECHANISM AND MACHINE THEORY

A Novel Health Indicator Based on Information Theory Features for Assessing Rotating Machinery Performance Degradation

(2020) Akhand Rai et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

A two-stage method based on extreme learning machine for predicting the remaining useful life of rolling-element bearings

(2020) Zuozhou Pan et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Improved Envelope Spectrum via Feature Optimisation-gram (IESFOgram): A novel tool for rolling element bearing diagnostics under non-stationary operating conditions

(2020) Alexandre Mauricio et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

An effective health indicator for bearing using corrected conditional entropy through diversity-driven multi-parent evolutionary algorithm

(2020) Sumika Chauhan et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Oscillation based permutation entropy calculation as a dynamic nonlinear feature for health monitoring of rolling element bearing

(2020) Khandaker Noman et al.   MEASUREMENT

An optimal variational mode decomposition for rolling bearing fault feature extraction

(2019) Dongdong Wei et al.   MEASUREMENT SCIENCE and TECHNOLOGY

Gear fault feature extraction and diagnosis method under different load excitation based on EMD, PSO-SVM and fractal box dimension

(2019) Dongying Han et al.   Journal of Mechanical Science and Technology

Efficiency of vibration signal feature extraction for surface finish monitoring in CNC machining

(2019) E. García Plaza et al.   Journal of Manufacturing Processes

A Deep Coupled Network for Health State Assessment of Cutting Tools Based on Fusion of Multisensory Signals

(2019) Meng Ma et al.   IEEE Transactions on Industrial Informatics

Intelligent fault diagnosis of rolling bearings using an improved deep recurrent neural network

(2018) Hongkai Jiang et al.   MEASUREMENT SCIENCE and TECHNOLOGY

Using Deep Learning-Based Approach to Predict Remaining Useful Life of Rotating Components

(2018) Jason Deutsch et al.   IEEE Transactions on Systems Man Cybernetics-Systems

Condition Monitoring and Fault Diagnosis of Induction Motors: A Review

(2018) Anurag Choudhary et al.   ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING

A novel Switching Unscented Kalman Filter method for remaining useful life prediction of rolling bearing

(2018) Lingli Cui et al.   MEASUREMENT

Deep Transfer Learning Based on Sparse Autoencoder for Remaining Useful Life Prediction of Tool in Manufacturing

(2018) Chuang Sun et al.   IEEE Transactions on Industrial Informatics

A Hybrid Prognostics Approach for Estimating Remaining Useful Life of Rolling Element Bearings

(2018) Biao Wang et al.   IEEE TRANSACTIONS ON RELIABILITY

Locally Linear Embedding on Grassmann Manifold for Performance Degradation Assessment of Bearings

(2017) Meng Ma et al.   IEEE TRANSACTIONS ON RELIABILITY

Adaptive artificial intelligence for automatic identification of defect in the angular contact bearing

(2017) Anil Kumar et al.   NEURAL COMPUTING & APPLICATIONS

Oscillatory behavior-based wavelet decomposition for the monitoring of bearing condition in centrifugal pumps

(2017) Anil Kumar et al.   PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART J-JOURNAL OF ENGINEERING TRIBOLOGY

Remaining useful life prediction of aircraft engine based on degradation pattern learning

(2017) Zeqi Zhao et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

A real-time fault diagnosis methodology of complex systems using object-oriented Bayesian networks

(2016) Baoping Cai et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Construction of hierarchical diagnosis network based on deep learning and its application in the fault pattern recognition of rolling element bearings

(2016) Meng Gan et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Fault analysis of the wear fault development in rolling bearings

(2015) Idriss El-Thalji et al.   ENGINEERING FAILURE ANALYSIS

Rolling bearing fault diagnosis using an optimization deep belief network

(2015) Haidong Shao et al.   MEASUREMENT SCIENCE and TECHNOLOGY

Bearing fault prognostics using Rényi entropy based features and Gaussian process models

(2015) Pavle Boškoski et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Practical options for selecting data-driven or physics-based prognostics algorithms with reviews

(2015) Dawn An et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Internet of Things in Industries: A Survey

(2014) Li Da Xu et al.   IEEE Transactions on Industrial Informatics

Variational Mode Decomposition

(2014) Konstantin Dragomiretskiy et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Bearing degradation process prediction based on the PCA and optimized LS-SVM model

(2013) Shaojiang Dong et al.   MEASUREMENT

Defect detection in deep groove ball bearing in presence of external vibration using envelope analysis and Duffing oscillator

(2012) V.N. Patel et al.   MEASUREMENT

Bearing performance degradation assessment using locality preserving projections and Gaussian mixture models

(2011) Jianbo Yu   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Effect of load and sliding speed on friction and wear behavior of silver/h-BN containing Ni-base P/M composites

(2010) Rajnesh Tyagi et al.   WEAR

Rotating machinery prognostics: State of the art, challenges and opportunities

(2008) Aiwina Heng et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING